A Review of Predictive Analytics Models in the Oil and Gas Industries

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A Review of Predictive Analytics Models in the Oil and Gas Industries

Enhancing the management and monitoring of oil and gas processes demands the development of precise predictive analytic techniques. Over the past two years, oil and its prediction have advanced significantly using conventional and modern machine learning techniques. Several review articles detail th...

وصف كامل

التفاصيل البيبلوغرافية
الحاوية / القاعدة:	Sensors
المؤلف الرئيسي:	2-s2.0-85197177928
التنسيق:	Review
اللغة:	English
منشور في:	Multidisciplinary Digital Publishing Institute (MDPI) 2024
الوصول للمادة أونلاين:	https://www.scopus.com/inward/record.uri?eid=2-s2.0-85197177928&doi=10.3390%2fs24124013&partnerID=40&md5=e63daeb10484ad9379773dd24f29da8c

مواد مشابهة

A Review of Predictive Analytics Models in the Oil and Gas Industries
بواسطة: R Azmi P.A.; Yusoff M.; Mohd Sallehud-din M.T.
منشور في: (2024)

Decoding stakeholder priorities of safety culture preferences in the oil and gas industry
بواسطة: Rahim H.; Dapari R.; Che Dom N.; Mohd Noor M.I.
منشور في: (2024)

A state-of-the-art review on electrocoagulation (EC): An efficient, emerging, and green technology for oil elimination from oil and gas industrial wastewater streams
بواسطة: 2-s2.0-85142832552
منشور في: (2022)

Gas sensors: A review
بواسطة: 2-s2.0-84924358951
منشور في: (2014)

Strategies to Control Industrial Emissions: An Analytical Network Process Approach in East Java, Indonesia
بواسطة: 2-s2.0-85160944524
منشور في: (2023)

Internal controls and fraud-empirical evidence from oil and gas company
بواسطة: 2-s2.0-85002251410
منشور في: (2016)

THE GOVERNMENT RESPONSIBILITY FOR OIL AND GAS MANAGEMENT BASED ON CONSTITUTION OF INDONESIA
بواسطة: Ardiansah; Asnawi E.; Fahmi S.; Ismail S.
منشور في: (2023)

A SYSTEMATIC LITERATURE REVIEW ON ENVIRONMENTAL ISSUES AND CHALLENGES TOWARDS THE PALM OIL INDUSTRY
بواسطة: 2-s2.0-85187494647
منشور في: (2024)

The inclination of oil and gas supply base personnel towards safety compliance
بواسطة: Tarudin N.F.; Kordi N.E.; Aziz T.N.A.T.; Adlan M.A.A.
منشور في: (2018)

Sales Analytics Dashboard with ARIMA and SARIMA Time Series Model
بواسطة: 2-s2.0-85165148256
منشور في: (2023)

A SYSTEMATIC LITERATURE REVIEW ON ENVIRONMENTAL ISSUES AND CHALLENGES TOWARDS THE PALM OIL INDUSTRY
بواسطة: Leng S.T.K.; Cheah W.Y.; Pahri S.-D.R.; Lin N.S.; Choy E.A.
منشور في: (2024)

Industrial Revolution 4.0: The Challenges of Palm Oil Industry in Technological Adoption
بواسطة: 2-s2.0-86000073002
منشور في: (2025)

Barriers of commercial power generation using biomass gasification gas: A review
بواسطة: 2-s2.0-84884553577
منشور في: (2014)

The impact of digital supply chain on business performance: A comparative analysis of gas processing and oil refinery departments
بواسطة: Jusoh A.; Mahmood R.; Ahmad Z.; Zahari A.S.M.; Ibrahim N.B.
منشور في: (2025)

Groundwater level prediction using machine learning models: A comprehensive review
بواسطة: 2-s2.0-85126854743
منشور في: (2022)

Groundwater level prediction using machine learning models: A comprehensive review
بواسطة: Tao H.; Hameed M.M.; Marhoon H.A.; Zounemat-Kermani M.; Heddam S.; Sungwon K.; Sulaiman S.O.; Tan M.L.; Sa'adi Z.; Mehr A.D.; Allawi M.F.; Abba S.I.; Zain J.M.; Falah M.W.; Jamei M.; Bokde N.D.; Bayatvarkeshi M.; Al-Mukhtar M.; Bhagat S.K.; Tiyasha T.; Khedher K.M.; Al-Ansari N.; Shahid S.; Yaseen Z.M.
منشور في: (2022)

Analytics of time management strategies in a flipped classroom
بواسطة: 2-s2.0-85074009949
منشور في: (2020)

Deep Learning-Based Prediction Model for Crude Palm Oil Prices Using News Sentiment Analysis with Sliding Window
بواسطة: 2-s2.0-105000169044
منشور في: (2025)

A review for key challenges of the development of biodiesel industry
بواسطة: 2-s2.0-85061833628
منشور في: (2019)

Determining Priority Factors for Executing of Reverse Logistics in Palm Oil Industry of Indonesia
بواسطة: 2-s2.0-85219706948
منشور في: (2025)

Classroom talk - A significant consideration in developing an analytical framework
بواسطة: 2-s2.0-84921287375
منشور في: (2014)

Multiclass Prediction Model for Student Grade Prediction Using Machine Learning
بواسطة: 2-s2.0-85110858538
منشور في: (2021)

The Impact of The European Union's Environmental Policy towards Competitiveness in Malaysia's Palm Oil Industry
بواسطة: 2-s2.0-85144070619
منشور في: (2022)

Analytics of time management strategies in a flipped classroom
بواسطة: Ahmad Uzir N.; Gašević D.; Matcha W.; Jovanović J.; Pardo A.
منشور في: (2020)

Project zero: A benchmark for developing an analytical framework
بواسطة: Dass L.C.; Arumugam N.; Dillah D.; Nadarajah D.
منشور في: (2016)

Symmetric and asymmetric impacts of the palm oil industry on carbon dioxide emissions in Malaysia based on linear and nonlinear autoregressive distributed lag models
بواسطة: Khalid N.; Ali M.H.; Ridzuan N.H.A.M.; Tseng M.-L.; Nadzir M.S.M.; Nor S.M.
منشور في: (2023)

Halal Industry's Organizational Performance Factors: A Systematic Literature Review
بواسطة: 2-s2.0-85121905206
منشور في: (2021)

A neural network students' performance prediction model (NNSPPM)
بواسطة: 2-s2.0-84894188408
منشور في: (2013)

Mapping Priority of Policy Program in Value Chain Operation for Sustainability Indonesia Palm Oil Industry
بواسطة: 2-s2.0-85219726879
منشور في: (2025)

Green criminology in Malaysia’s palm oil industry: deforestation, ecological footprints, and corporate environmental responsibility
بواسطة: 2-s2.0-85212915051
منشور في: (2025)

Comparative Study of Drift Compensation Methods for Environmental Gas Sensors
بواسطة: 2-s2.0-85044442071
منشور في: (2018)

Review of Big Data Integration in Construction Industry Digitalization
بواسطة: 2-s2.0-85120607923
منشور في: (2021)

Analytical Separation Method: A Student’s Perception on Analogy-based Teaching for Terminology
بواسطة: 2-s2.0-85128803888
منشور في: (2022)

Predictive models for the estimation of riverbank erosion rates
بواسطة: 2-s2.0-85091977599
منشور في: (2021)

Predictive model on interest to own smart meter
بواسطة: 2-s2.0-85097210941
منشور في: (2020)

An integrative model in predicting corporate tax fraud
بواسطة: 2-s2.0-84913530245
منشور في: (2014)

Prediction of Electromagnetic Properties Using Artificial Neural Networks for Oil Recovery Factors
بواسطة: 2-s2.0-85152886016
منشور في: (2023)

PALESTINE AND THE PALESTINIAN LOCAL AUTHORITIES: AN ANALYTICAL PERSPECTIVE
بواسطة: Dalloul M.H.M.; Ibrahim Z.B.; Urus S.T.
منشور في: (2023)

E-tendering: Improvement model in Malaysia public sector’s construction industry
بواسطة: 2-s2.0-85107694982
منشور في: (2021)

CO2 utilization: Turning greenhouse gas into fuels and valuable products
بواسطة: 2-s2.0-85077990671
منشور في: (2020)